What are the hardware requirements for G9v3 3B Heretic?

G9v3 3B Heretic requires approximately 6 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed G9v3 3B Heretic and how large is it?

G9v3 3B Heretic is developed by insraq, a model with 3b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate G9v3 3B Heretic?

G9v3 3B Heretic is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

G9v3 3B Heretic by insraq — VRAM 6GB, 128K context

Name: G9v3 3B Heretic
Author: insraq

G9v3 3B Heretic is an open-source language model by insraq. Features: 3b LLM, VRAM: 6GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.25.

Abliterated Conversational Decensored En Endpoints compatible G9v3 Heretic Llama Long-context Region:us Reproducible Safetensors Sharded Tensorflow Tool-calling Uncensored Zh

Model Card on HF 🤗: https://huggingface.co/insraq/G9v3-3B-heretic

G9v3 3B Heretic Parameters and Internals

LLM Name	G9v3 3B Heretic
Repository 🤗	https://huggingface.co/insraq/G9v3-3B-heretic
Model Size	3b
Required VRAM	6 GB
Updated	2026-08-01
Maintainer	insraq
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.0 GB: 2-of-2
Supported Languages	en zh
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	5.14.1
Tokenizer Class	TokenizersBackend
Padding Token	</s>
Vocabulary Size	130560

Rank the G9v3 3B Heretic capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to G9v3 3B Heretic

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	20875	1161
Nanbeige4.1 3B Heretic	256K / 7.9 GB	149	50
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	34	2
Nanbeige4.1 3B Bf16	256K / 7.9 GB	47	3
...anbeige4.1 3B Heretic Bfloat16	256K / 7.9 GB	33	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	23	0
Nanbeige4.1 3B Heretic	256K / 7.9 GB	14	1
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	4	4
ToolMind Web 3B	192K / 7.9 GB	156	28
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368

Note: green Score (e.g. "73.2") means that the model is better than insraq/G9v3-3B-heretic.